Pengurusan Strategik & Kelestarian Ilmu

An instance-based deep transfer learning approach for resource-constrained environments

By Gibson Kimutai, Anna Förster

22 August 2022 | 39-45 pages

Abstract:

Although Deep Learning (DL) is revolutionising practices across fields, it requires a large amount of data and computing resources, requires considerable training time, and is thus expensive. This study proposes a transfer learning approach by adopting a simplified version of a standard Convolution Neural Network (CNN), which is successful in another domain.